Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 42 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 248.0 B |
Variable types
| NUM | 30 |
|---|---|
| BOOL | 1 |
| Dataset has 42 (0.4%) duplicate rows | Duplicates |
Amount has 115 (1.1%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-05 11:47:07.399066 |
|---|---|
| Analysis finished | 2020-11-05 11:49:25.463187 |
| Duration | 2 minutes and 18.06 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Time
Real number (ℝ≥0)
| Distinct | 6473 |
|---|---|
| Distinct (%) | 64.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5966.0334 |
|---|---|
| Minimum | 0 |
| Maximum | 15012 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 368 |
| Q1 | 2072.75 |
| median | 4563.5 |
| Q3 | 10233.25 |
| 95-th percentile | 14107.7 |
| Maximum | 15012 |
| Range | 15012 |
| Interquartile range (IQR) | 8160.5 |
Descriptive statistics
| Standard deviation | 4473.403739 |
|---|---|
| Coefficient of variation (CV) | 0.7498120509 |
| Kurtosis | -1.152237042 |
| Mean | 5966.0334 |
| Median Absolute Deviation (MAD) | 3355.5 |
| Skewness | 0.4386519974 |
| Sum | 59660334 |
| Variance | 20011341.02 |
| Monotocity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3767 | 21 | 0.2% | |
| 3770 | 20 | 0.2% | |
| 3750 | 19 | 0.2% | |
| 3760 | 17 | 0.2% | |
| 3749 | 17 | 0.2% | |
| 3766 | 17 | 0.2% | |
| 3755 | 16 | 0.2% | |
| 3754 | 15 | 0.1% | |
| 3756 | 15 | 0.1% | |
| 3771 | 15 | 0.1% | |
| Other values (6463) | 9828 | 98.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15012 | 1 | < 0.1% | |
| 15010 | 1 | < 0.1% | |
| 15008 | 1 | < 0.1% | |
| 15004 | 1 | < 0.1% | |
| 15001 | 1 | < 0.1% |
V1
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2418623735 |
|---|---|
| Minimum | -27.67056888 |
| Maximum | 1.960496567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -27.67056888 |
|---|---|
| 5-th percentile | -2.692177146 |
| Q1 | -1.013283349 |
| median | -0.3727987126 |
| Q3 | 1.150864491 |
| 95-th percentile | 1.318461942 |
| Maximum | 1.960496567 |
| Range | 29.63106545 |
| Interquartile range (IQR) | 2.16414784 |
Descriptive statistics
| Standard deviation | 1.521678883 |
|---|---|
| Coefficient of variation (CV) | -6.291507277 |
| Kurtosis | 18.9441902 |
| Mean | -0.2418623735 |
| Median Absolute Deviation (MAD) | 1.285963969 |
| Skewness | -2.175889886 |
| Sum | -2418.623735 |
| Variance | 2.315506622 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.30252069 | 36 | 0.4% | |
| 1.012594684 | 11 | 0.1% | |
| 1.012633321 | 8 | 0.1% | |
| 1.151700111 | 7 | 0.1% | |
| -0.5217616234 | 7 | 0.1% | |
| 1.257513327 | 7 | 0.1% | |
| 1.30204334 | 6 | 0.1% | |
| 1.009575551 | 6 | 0.1% | |
| 1.303975228 | 5 | 0.1% | |
| -1.559445787 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -27.67056888 | 1 | < 0.1% | |
| -23.06684166 | 1 | < 0.1% | |
| -12.16819237 | 1 | < 0.1% | |
| -11.14070636 | 1 | < 0.1% | |
| -10.88478808 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.960496567 | 1 | < 0.1% | |
| 1.685313815 | 1 | < 0.1% | |
| 1.605329486 | 1 | < 0.1% | |
| 1.586092522 | 1 | < 0.1% | |
| 1.573517868 | 1 | < 0.1% |
V2
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2819489053 |
|---|---|
| Minimum | -34.60764864 |
| Maximum | 8.63621439 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -34.60764864 |
|---|---|
| 5-th percentile | -1.356185098 |
| Q1 | -0.2083422614 |
| median | 0.2885242535 |
| Q3 | 0.9018786372 |
| 95-th percentile | 1.881619844 |
| Maximum | 8.63621439 |
| Range | 43.24386303 |
| Interquartile range (IQR) | 1.110220899 |
Descriptive statistics
| Standard deviation | 1.308138933 |
|---|---|
| Coefficient of variation (CV) | 4.639631185 |
| Kurtosis | 79.95749915 |
| Mean | 0.2819489053 |
| Median Absolute Deviation (MAD) | 0.5577393494 |
| Skewness | -3.8478339 |
| Sum | 2819.489053 |
| Variance | 1.711227469 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.4474736062 | 36 | 0.4% | |
| 0.1854111028 | 11 | 0.1% | |
| 0.1854749494 | 8 | 0.1% | |
| 0.6261840119 | 7 | 0.1% | |
| -0.011932017 | 7 | 0.1% | |
| -0.3350856527 | 7 | 0.1% | |
| -0.2615025416 | 6 | 0.1% | |
| 0.07290628861 | 6 | 0.1% | |
| -0.2583102157 | 5 | 0.1% | |
| -0.04071268023 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -34.60764864 | 1 | < 0.1% | |
| -25.64052693 | 1 | < 0.1% | |
| -15.73297409 | 1 | < 0.1% | |
| -13.63044942 | 1 | < 0.1% | |
| -13.44968402 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.63621439 | 1 | < 0.1% | |
| 8.287420555 | 1 | < 0.1% | |
| 8.261750051 | 1 | < 0.1% | |
| 8.204796505 | 1 | < 0.1% | |
| 7.906022315 | 1 | < 0.1% |
V3
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9062697466 |
|---|---|
| Minimum | -15.496222 |
| Maximum | 4.101716178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -15.496222 |
|---|---|
| 5-th percentile | -0.9018400946 |
| Q1 | 0.4127987834 |
| median | 0.9443605677 |
| Q3 | 1.602902867 |
| 95-th percentile | 2.477620203 |
| Maximum | 4.101716178 |
| Range | 19.59793818 |
| Interquartile range (IQR) | 1.190104084 |
Descriptive statistics
| Standard deviation | 1.159153904 |
|---|---|
| Coefficient of variation (CV) | 1.279038508 |
| Kurtosis | 23.11703381 |
| Mean | 0.9062697466 |
| Median Absolute Deviation (MAD) | 0.5909461487 |
| Skewness | -2.597670728 |
| Sum | 9062.697466 |
| Variance | 1.343637774 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.4957574879 | 36 | 0.4% | |
| 1.857002444 | 11 | 0.1% | |
| 1.85702487 | 8 | 0.1% | |
| -0.5992389605 | 7 | 0.1% | |
| -0.7486025627 | 7 | 0.1% | |
| 1.170528191 | 7 | 0.1% | |
| 1.714824794 | 6 | 0.1% | |
| -0.7227563815 | 6 | 0.1% | |
| -0.7216350721 | 5 | 0.1% | |
| -1.155486055 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -15.496222 | 1 | < 0.1% | |
| -15.03171421 | 1 | < 0.1% | |
| -13.70540729 | 1 | < 0.1% | |
| -12.75281127 | 1 | < 0.1% | |
| -12.38954523 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.101716178 | 1 | < 0.1% | |
| 4.017561418 | 1 | < 0.1% | |
| 3.940337447 | 1 | < 0.1% | |
| 3.934997816 | 1 | < 0.1% | |
| 3.920274898 | 1 | < 0.1% |
V4
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2641482674 |
|---|---|
| Minimum | -4.657545034 |
| Maximum | 10.46302042 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -4.657545034 |
|---|---|
| 5-th percentile | -2.151395711 |
| Q1 | -0.6144239146 |
| median | 0.2198609703 |
| Q3 | 1.125665992 |
| 95-th percentile | 2.784391553 |
| Maximum | 10.46302042 |
| Range | 15.12056545 |
| Interquartile range (IQR) | 1.740089907 |
Descriptive statistics
| Standard deviation | 1.441234855 |
|---|---|
| Coefficient of variation (CV) | 5.456158654 |
| Kurtosis | 1.744710773 |
| Mean | 0.2641482674 |
| Median Absolute Deviation (MAD) | 0.8720268204 |
| Skewness | 0.3497079143 |
| Sum | 2641.482674 |
| Variance | 2.077157908 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -3.214799282 | 36 | 0.4% | |
| 2.625675359 | 11 | 0.1% | |
| 2.625659113 | 8 | 0.1% | |
| -3.271826534 | 7 | 0.1% | |
| 1.134889395 | 7 | 0.1% | |
| -0.8350045662 | 7 | 0.1% | |
| 2.422086205 | 6 | 0.1% | |
| -0.8537282566 | 6 | 0.1% | |
| -0.8545405642 | 5 | 0.1% | |
| -1.129381017 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -4.657545034 | 1 | < 0.1% | |
| -4.573540467 | 1 | < 0.1% | |
| -4.515824355 | 1 | < 0.1% | |
| -4.464895266 | 1 | < 0.1% | |
| -4.449606341 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.46302042 | 1 | < 0.1% | |
| 10.34322806 | 1 | < 0.1% | |
| 10.33009983 | 1 | < 0.1% | |
| 10.31334937 | 1 | < 0.1% | |
| 9.007146872 | 1 | < 0.1% |
V5
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04639848193 |
|---|---|
| Minimum | -32.092129 |
| Maximum | 34.09930934 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -32.092129 |
|---|---|
| 5-th percentile | -1.463410251 |
| Q1 | -0.6433900278 |
| median | -0.1527687883 |
| Q3 | 0.3710811406 |
| 95-th percentile | 1.928648305 |
| Maximum | 34.09930934 |
| Range | 66.19143835 |
| Interquartile range (IQR) | 1.014471168 |
Descriptive statistics
| Standard deviation | 1.182935379 |
|---|---|
| Coefficient of variation (CV) | -25.49513109 |
| Kurtosis | 130.01538 |
| Mean | -0.04639848193 |
| Median Absolute Deviation (MAD) | 0.5042819124 |
| Skewness | 1.187415917 |
| Sum | -463.9848193 |
| Variance | 1.399336111 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2.705041053 | 36 | 0.4% | |
| -0.8136860245 | 11 | 0.1% | |
| -0.8136662996 | 8 | 0.1% | |
| 1.677730363 | 7 | 0.1% | |
| -0.7078082777 | 7 | 0.1% | |
| 2.656584731 | 7 | 0.1% | |
| -0.8881633506 | 6 | 0.1% | |
| 1.700463346 | 6 | 0.1% | |
| 1.701449593 | 5 | 0.1% | |
| -0.1810722783 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -32.092129 | 1 | < 0.1% | |
| -11.41688056 | 1 | < 0.1% | |
| -9.74943959 | 1 | < 0.1% | |
| -7.696492261 | 1 | < 0.1% | |
| -6.974521545 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 34.09930934 | 1 | < 0.1% | |
| 11.97426887 | 1 | < 0.1% | |
| 10.65865411 | 1 | < 0.1% | |
| 10.4217775 | 1 | < 0.1% | |
| 8.869680489 | 1 | < 0.1% |
V6
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1331076391 |
|---|---|
| Minimum | -23.49671393 |
| Maximum | 21.39306876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -23.49671393 |
|---|---|
| 5-th percentile | -1.247645346 |
| Q1 | -0.6299344429 |
| median | -0.1525659237 |
| Q3 | 0.5053569361 |
| 95-th percentile | 3.267448004 |
| Maximum | 21.39306876 |
| Range | 44.88978269 |
| Interquartile range (IQR) | 1.135291379 |
Descriptive statistics
| Standard deviation | 1.307310587 |
|---|---|
| Coefficient of variation (CV) | 9.821454241 |
| Kurtosis | 20.33879429 |
| Mean | 0.1331076391 |
| Median Absolute Deviation (MAD) | 0.5411500008 |
| Skewness | 1.070721839 |
| Sum | 1331.076391 |
| Variance | 1.70906097 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2.762439585 | 36 | 0.4% | |
| 0.7411976888 | 11 | 0.1% | |
| 0.7411904915 | 8 | 0.1% | |
| 2.747354831 | 7 | 0.1% | |
| -0.002690672193 | 7 | 0.1% | |
| 3.434624233 | 7 | 0.1% | |
| 0.694156693 | 6 | 0.1% | |
| 3.426329301 | 6 | 0.1% | |
| 3.425969434 | 5 | 0.1% | |
| 0.9452825267 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -23.49671393 | 1 | < 0.1% | |
| -7.574798166 | 1 | < 0.1% | |
| -7.465603306 | 1 | < 0.1% | |
| -5.939789585 | 1 | < 0.1% | |
| -5.841812707 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 21.39306876 | 1 | < 0.1% | |
| 10.03392286 | 1 | < 0.1% | |
| 7.885720537 | 1 | < 0.1% | |
| 7.074413676 | 1 | < 0.1% | |
| 6.873579255 | 1 | < 0.1% |
V7
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07168947196 |
|---|---|
| Minimum | -26.54814377 |
| Maximum | 34.30317686 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -26.54814377 |
|---|---|
| 5-th percentile | -1.251472676 |
| Q1 | -0.5423358231 |
| median | -0.0555850438 |
| Q3 | 0.4762798205 |
| 95-th percentile | 1.118563052 |
| Maximum | 34.30317686 |
| Range | 60.85132063 |
| Interquartile range (IQR) | 1.018615644 |
Descriptive statistics
| Standard deviation | 1.077430195 |
|---|---|
| Coefficient of variation (CV) | -15.02912723 |
| Kurtosis | 159.5317534 |
| Mean | -0.07168947196 |
| Median Absolute Deviation (MAD) | 0.504125537 |
| Skewness | 0.4119008997 |
| Sum | -716.8947196 |
| Variance | 1.160855826 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.5938465551 | 36 | 0.4% | |
| -1.050509509 | 11 | 0.1% | |
| -1.050536049 | 8 | 0.1% | |
| 0.5848851382 | 7 | 0.1% | |
| -0.5062299788 | 7 | 0.1% | |
| -0.983138876 | 7 | 0.1% | |
| -1.013725785 | 6 | 0.1% | |
| -0.9577762913 | 6 | 0.1% | |
| -1.015052766 | 5 | 0.1% | |
| -2.719044642 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -26.54814377 | 1 | < 0.1% | |
| -12.96867007 | 1 | < 0.1% | |
| -11.19997522 | 1 | < 0.1% | |
| -11.16479425 | 1 | < 0.1% | |
| -10.78837284 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 34.30317686 | 1 | < 0.1% | |
| 12.21924885 | 1 | < 0.1% | |
| 10.78408765 | 1 | < 0.1% | |
| 8.571717472 | 1 | < 0.1% | |
| 8.097593316 | 1 | < 0.1% |
V8
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.06477797987 |
|---|---|
| Minimum | -23.6325024 |
| Maximum | 5.06038112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -23.6325024 |
|---|---|
| 5-th percentile | -1.010870435 |
| Q1 | -0.190747472 |
| median | 0.01286546182 |
| Q3 | 0.2745333092 |
| 95-th percentile | 0.9097465713 |
| Maximum | 5.06038112 |
| Range | 28.69288352 |
| Interquartile range (IQR) | 0.4652807812 |
Descriptive statistics
| Standard deviation | 1.259063946 |
|---|---|
| Coefficient of variation (CV) | -19.43660405 |
| Kurtosis | 145.7957484 |
| Mean | -0.06477797987 |
| Median Absolute Deviation (MAD) | 0.2250643411 |
| Skewness | -9.718558439 |
| Sum | -647.7797987 |
| Variance | 1.585242019 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.5564510255 | 36 | 0.4% | |
| 0.4114487108 | 11 | 0.1% | |
| 0.4114539019 | 8 | 0.1% | |
| 0.5676608482 | 7 | 0.1% | |
| 0.002534982192 | 7 | 0.1% | |
| 0.787987656 | 7 | 0.1% | |
| 0.4919986282 | 6 | 0.1% | |
| 0.7939703729 | 6 | 0.1% | |
| 0.7942299268 | 5 | 0.1% | |
| 0.3509949996 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -23.6325024 | 1 | < 0.1% | |
| -23.46459462 | 1 | < 0.1% | |
| -23.24971822 | 1 | < 0.1% | |
| -23.17963967 | 1 | < 0.1% | |
| -23.02234811 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.06038112 | 1 | < 0.1% | |
| 4.62080391 | 1 | < 0.1% | |
| 4.24506221 | 1 | < 0.1% | |
| 4.014721809 | 1 | < 0.1% | |
| 3.87766158 | 1 | < 0.1% |
V9
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8022235132 |
|---|---|
| Minimum | -6.329800846 |
| Maximum | 10.39288882 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -6.329800846 |
|---|---|
| 5-th percentile | -0.9202551835 |
| Q1 | 0.07086791444 |
| median | 0.8052754802 |
| Q3 | 1.506298701 |
| 95-th percentile | 2.522742244 |
| Maximum | 10.39288882 |
| Range | 16.72268967 |
| Interquartile range (IQR) | 1.435430786 |
Descriptive statistics
| Standard deviation | 1.155197729 |
|---|---|
| Coefficient of variation (CV) | 1.439994851 |
| Kurtosis | 4.603047517 |
| Mean | 0.8022235132 |
| Median Absolute Deviation (MAD) | 0.7183556754 |
| Skewness | 0.4873488464 |
| Sum | 8022.235132 |
| Variance | 1.334481792 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.6977195955 | 36 | 0.4% | |
| 1.07822938 | 11 | 0.1% | |
| 1.078231736 | 8 | 0.1% | |
| 2.141613052 | 7 | 0.1% | |
| 0.8872181897 | 7 | 0.1% | |
| 1.593420605 | 7 | 0.1% | |
| -0.20672705 | 6 | 0.1% | |
| 1.596135576 | 6 | 0.1% | |
| 1.596253362 | 5 | 0.1% | |
| 0.4800176151 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -6.329800846 | 1 | < 0.1% | |
| -6.272790468 | 1 | < 0.1% | |
| -5.902828122 | 1 | < 0.1% | |
| -5.711247971 | 1 | < 0.1% | |
| -5.689311188 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.39288882 | 1 | < 0.1% | |
| 10.37065798 | 1 | < 0.1% | |
| 10.3484067 | 1 | < 0.1% | |
| 10.32613305 | 1 | < 0.1% | |
| 10.31397373 | 1 | < 0.1% |
V10
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2229979312 |
|---|---|
| Minimum | -13.19341507 |
| Maximum | 12.25994935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -13.19341507 |
|---|---|
| 5-th percentile | -1.424705752 |
| Q1 | -0.6884216749 |
| median | -0.3407199821 |
| Q3 | 0.1742954626 |
| 95-th percentile | 1.232589974 |
| Maximum | 12.25994935 |
| Range | 25.45336442 |
| Interquartile range (IQR) | 0.8627171375 |
Descriptive statistics
| Standard deviation | 1.093547663 |
|---|---|
| Coefficient of variation (CV) | -4.903846673 |
| Kurtosis | 32.44798079 |
| Mean | -0.2229979312 |
| Median Absolute Deviation (MAD) | 0.4183591857 |
| Skewness | 1.167438514 |
| Sum | -2229.979312 |
| Variance | 1.195846491 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.090180906 | 36 | 0.4% | |
| 0.4107441876 | 11 | 0.1% | |
| 0.4107535029 | 8 | 0.1% | |
| -0.7829582429 | 7 | 0.1% | |
| -0.4721309028 | 7 | 0.1% | |
| -0.7527771351 | 7 | 0.1% | |
| 0.7813278479 | 6 | 0.1% | |
| -0.4613950441 | 6 | 0.1% | |
| -0.4609292802 | 5 | 0.1% | |
| 0.5472164731 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -13.19341507 | 1 | < 0.1% | |
| -13.13669837 | 1 | < 0.1% | |
| -12.84093382 | 1 | < 0.1% | |
| -11.85386697 | 1 | < 0.1% | |
| -11.79718107 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.25994935 | 1 | < 0.1% | |
| 12.17440008 | 1 | < 0.1% | |
| 12.08882619 | 1 | < 0.1% | |
| 12.00322537 | 1 | < 0.1% | |
| 11.93639314 | 1 | < 0.1% |
V11
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.766066238 |
|---|---|
| Minimum | -2.595325047 |
| Maximum | 12.01891318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -2.595325047 |
|---|---|
| 5-th percentile | -1.063166792 |
| Q1 | -0.0636885294 |
| median | 0.7467518668 |
| Q3 | 1.576539552 |
| 95-th percentile | 2.530670583 |
| Maximum | 12.01891318 |
| Range | 14.61423823 |
| Interquartile range (IQR) | 1.640228082 |
Descriptive statistics
| Standard deviation | 1.168600165 |
|---|---|
| Coefficient of variation (CV) | 1.525455773 |
| Kurtosis | 5.30713825 |
| Mean | 0.766066238 |
| Median Absolute Deviation (MAD) | 0.8197583205 |
| Skewness | 0.7141887538 |
| Sum | 7660.66238 |
| Variance | 1.365626346 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.1110879642 | 36 | 0.4% | |
| 2.237912364 | 11 | 0.1% | |
| 2.237912077 | 8 | 0.1% | |
| -0.08883749094 | 7 | 0.1% | |
| 0.8778195997 | 7 | 0.1% | |
| 0.5949039901 | 7 | 0.1% | |
| 0.877489359 | 6 | 0.1% | |
| 1.290357086 | 6 | 0.1% | |
| 0.8774750318 | 5 | 0.1% | |
| 2.358507394 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -2.595325047 | 1 | < 0.1% | |
| -2.498729331 | 1 | < 0.1% | |
| -2.490789178 | 1 | < 0.1% | |
| -2.478855646 | 1 | < 0.1% | |
| -2.472735276 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.01891318 | 1 | < 0.1% | |
| 11.66920474 | 1 | < 0.1% | |
| 11.61972348 | 1 | < 0.1% | |
| 11.27792073 | 1 | < 0.1% | |
| 11.22847028 | 1 | < 0.1% |
V12
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.272512904 |
|---|---|
| Minimum | -17.76914346 |
| Maximum | 3.774837253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -17.76914346 |
|---|---|
| 5-th percentile | -3.184726784 |
| Q1 | -2.368114509 |
| median | -1.62101488 |
| Q3 | 0.08266663998 |
| 95-th percentile | 1.005855313 |
| Maximum | 3.774837253 |
| Range | 21.54398072 |
| Interquartile range (IQR) | 2.450781149 |
Descriptive statistics
| Standard deviation | 1.5276603 |
|---|---|
| Coefficient of variation (CV) | -1.200506726 |
| Kurtosis | 8.985067894 |
| Mean | -1.272512904 |
| Median Absolute Deviation (MAD) | 1.113171123 |
| Skewness | -0.9482235646 |
| Sum | -12725.12904 |
| Variance | 2.333745992 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.06265234746 | 36 | 0.4% | |
| -2.310505578 | 11 | 0.1% | |
| -2.310506402 | 8 | 0.1% | |
| -1.361959768 | 7 | 0.1% | |
| -2.510867934 | 7 | 0.1% | |
| 0.07157556639 | 7 | 0.1% | |
| 0.1964161564 | 6 | 0.1% | |
| -2.511817334 | 6 | 0.1% | |
| -2.511858523 | 5 | 0.1% | |
| 1.065234263 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -17.76914346 | 1 | < 0.1% | |
| -17.63160631 | 1 | < 0.1% | |
| -17.22866224 | 1 | < 0.1% | |
| -17.13130095 | 1 | < 0.1% | |
| -16.72833933 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.774837253 | 1 | < 0.1% | |
| 3.607076045 | 1 | < 0.1% | |
| 3.606760812 | 1 | < 0.1% | |
| 2.771414954 | 1 | < 0.1% | |
| 2.313066057 | 1 | < 0.1% |
V13
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8514095185 |
|---|---|
| Minimum | -3.389510119 |
| Maximum | 4.465413177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -3.389510119 |
|---|---|
| 5-th percentile | -1.244532327 |
| Q1 | -0.01798444006 |
| median | 0.9191341348 |
| Q3 | 1.768889068 |
| 95-th percentile | 2.742334451 |
| Maximum | 4.465413177 |
| Range | 7.854923296 |
| Interquartile range (IQR) | 1.786873508 |
Descriptive statistics
| Standard deviation | 1.213054631 |
|---|---|
| Coefficient of variation (CV) | 1.424760476 |
| Kurtosis | -0.4062096983 |
| Mean | 0.8514095185 |
| Median Absolute Deviation (MAD) | 0.8910327012 |
| Skewness | -0.2503888674 |
| Sum | 8514.095185 |
| Variance | 1.471501538 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.2384570315 | 36 | 0.4% | |
| 0.7711515061 | 11 | 0.1% | |
| 0.7711479403 | 8 | 0.1% | |
| 2.111418157 | 7 | 0.1% | |
| -0.2392224597 | 7 | 0.1% | |
| 1.802666518 | 7 | 0.1% | |
| -0.8686664659 | 6 | 0.1% | |
| 1.798557012 | 6 | 0.1% | |
| 1.798378725 | 5 | 0.1% | |
| -0.04946449953 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -3.389510119 | 1 | < 0.1% | |
| -3.315213425 | 1 | < 0.1% | |
| -3.202718101 | 1 | < 0.1% | |
| -3.153399893 | 1 | < 0.1% | |
| -3.141239348 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.465413177 | 1 | < 0.1% | |
| 3.904562358 | 1 | < 0.1% | |
| 3.842704447 | 1 | < 0.1% | |
| 3.754715169 | 1 | < 0.1% | |
| 3.708994098 | 1 | < 0.1% |
V14
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7005971244 |
|---|---|
| Minimum | -19.21432549 |
| Maximum | 5.7487338 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -19.21432549 |
|---|---|
| 5-th percentile | -0.8934305619 |
| Q1 | 0.08039951095 |
| median | 0.8997920985 |
| Q3 | 1.499210947 |
| 95-th percentile | 2.001799459 |
| Maximum | 5.7487338 |
| Range | 24.96305929 |
| Interquartile range (IQR) | 1.418811436 |
Descriptive statistics
| Standard deviation | 1.239290359 |
|---|---|
| Coefficient of variation (CV) | 1.768905861 |
| Kurtosis | 47.30454813 |
| Mean | 0.7005971244 |
| Median Absolute Deviation (MAD) | 0.6920859235 |
| Skewness | -4.243848902 |
| Sum | 7005.971244 |
| Variance | 1.535840595 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.2157381385 | 36 | 0.4% | |
| 1.647487648 | 11 | 0.1% | |
| 1.64748312 | 8 | 0.1% | |
| 0.1456956793 | 7 | 0.1% | |
| 0.8644358912 | 7 | 0.1% | |
| 1.610341768 | 7 | 0.1% | |
| 0.2128296849 | 6 | 0.1% | |
| 1.60512334 | 6 | 0.1% | |
| 1.604896944 | 5 | 0.1% | |
| 0.4245682326 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -19.21432549 | 1 | < 0.1% | |
| -18.82208674 | 1 | < 0.1% | |
| -18.49377336 | 1 | < 0.1% | |
| -18.04999769 | 1 | < 0.1% | |
| -17.72163835 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.7487338 | 1 | < 0.1% | |
| 5.650251318 | 1 | < 0.1% | |
| 5.510428985 | 1 | < 0.1% | |
| 4.758207441 | 1 | < 0.1% | |
| 4.512944146 | 1 | < 0.1% |
V15
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1296341262 |
|---|---|
| Minimum | -4.15253176 |
| Maximum | 3.635041517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -4.15253176 |
|---|---|
| 5-th percentile | -1.939533149 |
| Q1 | -0.7095313786 |
| median | -0.01007809372 |
| Q3 | 0.5335007209 |
| 95-th percentile | 1.269948619 |
| Maximum | 3.635041517 |
| Range | 7.787573276 |
| Interquartile range (IQR) | 1.2430321 |
Descriptive statistics
| Standard deviation | 0.9755734711 |
|---|---|
| Coefficient of variation (CV) | -7.525591443 |
| Kurtosis | 0.3356534468 |
| Mean | -0.1296341262 |
| Median Absolute Deviation (MAD) | 0.6091386502 |
| Skewness | -0.5330179363 |
| Sum | -1296.341262 |
| Variance | 0.9517435975 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.069355893 | 36 | 0.4% | |
| 0.005918309288 | 11 | 0.1% | |
| 0.005915793299 | 8 | 0.1% | |
| 0.7647045605 | 7 | 0.1% | |
| -1.477675769 | 7 | 0.1% | |
| 1.083647615 | 7 | 0.1% | |
| 0.761804883 | 6 | 0.1% | |
| 0.7433748119 | 6 | 0.1% | |
| 0.7616790836 | 5 | 0.1% | |
| -1.381520758 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -4.15253176 | 1 | < 0.1% | |
| -4.092344269 | 1 | < 0.1% | |
| -3.879892017 | 1 | < 0.1% | |
| -3.650146138 | 1 | < 0.1% | |
| -3.618059825 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.635041517 | 1 | < 0.1% | |
| 2.927060213 | 1 | < 0.1% | |
| 2.842022601 | 1 | < 0.1% | |
| 2.806856084 | 1 | < 0.1% | |
| 2.791878356 | 1 | < 0.1% |
V16
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.007756567632 |
|---|---|
| Minimum | -12.22718928 |
| Maximum | 4.087801791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -12.22718928 |
|---|---|
| 5-th percentile | -1.397790576 |
| Q1 | -0.4955357654 |
| median | 0.06608572446 |
| Q3 | 0.5473993053 |
| 95-th percentile | 1.268105686 |
| Maximum | 4.087801791 |
| Range | 16.31499107 |
| Interquartile range (IQR) | 1.042935071 |
Descriptive statistics
| Standard deviation | 0.8820574066 |
|---|---|
| Coefficient of variation (CV) | -113.7174906 |
| Kurtosis | 19.44054237 |
| Mean | -0.007756567632 |
| Median Absolute Deviation (MAD) | 0.5170263577 |
| Skewness | -1.98968466 |
| Sum | -77.56567632 |
| Variance | 0.7780252686 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.2552305247 | 36 | 0.4% | |
| 1.168256269 | 11 | 0.1% | |
| 1.168253631 | 8 | 0.1% | |
| -0.9309545142 | 7 | 0.1% | |
| 0.8141317864 | 7 | 0.1% | |
| -0.2767546742 | 7 | 0.1% | |
| 1.197505174 | 6 | 0.1% | |
| 0.8110916173 | 6 | 0.1% | |
| 0.8109597227 | 5 | 0.1% | |
| 0.702653691 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -12.22718928 | 1 | < 0.1% | |
| -11.91148302 | 1 | < 0.1% | |
| -10.62949739 | 1 | < 0.1% | |
| -10.32201668 | 1 | < 0.1% | |
| -10.26660918 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.087801791 | 1 | < 0.1% | |
| 3.930881236 | 1 | < 0.1% | |
| 3.162368934 | 1 | < 0.1% | |
| 2.926856407 | 1 | < 0.1% | |
| 2.863444895 | 1 | < 0.1% |
V17
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3189911187 |
|---|---|
| Minimum | -18.58736621 |
| Maximum | 7.893392532 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -18.58736621 |
|---|---|
| 5-th percentile | -0.8303802687 |
| Q1 | -0.1800294735 |
| median | 0.2974233823 |
| Q3 | 0.7828647894 |
| 95-th percentile | 1.622828843 |
| Maximum | 7.893392532 |
| Range | 26.48075874 |
| Interquartile range (IQR) | 0.9628942629 |
Descriptive statistics
| Standard deviation | 0.9663921882 |
|---|---|
| Coefficient of variation (CV) | 3.029526941 |
| Kurtosis | 72.26043476 |
| Mean | 0.3189911187 |
| Median Absolute Deviation (MAD) | 0.4806956329 |
| Skewness | -3.856557994 |
| Sum | 3189.911187 |
| Variance | 0.9339138614 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.072084985 | 36 | 0.4% | |
| -0.04472191861 | 11 | 0.1% | |
| -0.04472251155 | 8 | 0.1% | |
| 1.350220832 | 7 | 0.1% | |
| -0.2079998584 | 7 | 0.1% | |
| -1.080736187 | 7 | 0.1% | |
| -0.7770369606 | 6 | 0.1% | |
| -0.2086832239 | 6 | 0.1% | |
| -0.208712871 | 5 | 0.1% | |
| 0.9074027026 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -18.58736621 | 1 | < 0.1% | |
| -18.1030037 | 1 | < 0.1% | |
| -15.5033921 | 1 | < 0.1% | |
| -15.22700751 | 1 | < 0.1% | |
| -14.74490246 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.893392532 | 1 | < 0.1% | |
| 7.733456284 | 1 | < 0.1% | |
| 7.573522625 | 1 | < 0.1% | |
| 7.413594144 | 1 | < 0.1% | |
| 6.739384385 | 1 | < 0.1% |
V18
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01607373885 |
|---|---|
| Minimum | -6.920761861 |
| Maximum | 4.115559919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -6.920761861 |
|---|---|
| 5-th percentile | -1.271497225 |
| Q1 | -0.4503020061 |
| median | 0.02522492517 |
| Q3 | 0.4593898789 |
| 95-th percentile | 1.152099617 |
| Maximum | 4.115559919 |
| Range | 11.03632178 |
| Interquartile range (IQR) | 0.9096918851 |
Descriptive statistics
| Standard deviation | 0.7942593033 |
|---|---|
| Coefficient of variation (CV) | -49.41347564 |
| Kurtosis | 3.951188712 |
| Mean | -0.01607373885 |
| Median Absolute Deviation (MAD) | 0.4541191727 |
| Skewness | -0.5727930475 |
| Sum | -160.7373885 |
| Variance | 0.6308478409 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.4851104315 | 36 | 0.4% | |
| 0.8383888864 | 11 | 0.1% | |
| 0.8383847886 | 8 | 0.1% | |
| 0.4692585978 | 7 | 0.1% | |
| 0.5985189831 | 7 | 0.1% | |
| -1.004286225 | 7 | 0.1% | |
| 0.5650017234 | 6 | 0.1% | |
| 0.5937963316 | 6 | 0.1% | |
| 0.5935914443 | 5 | 0.1% | |
| -2.449499863 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -6.920761861 | 1 | < 0.1% | |
| -6.837834539 | 1 | < 0.1% | |
| -5.494927642 | 1 | < 0.1% | |
| -5.322008981 | 1 | < 0.1% | |
| -5.247301106 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.115559919 | 1 | < 0.1% | |
| 4.093439956 | 1 | < 0.1% | |
| 4.071328562 | 1 | < 0.1% | |
| 4.049234306 | 1 | < 0.1% | |
| 3.832711791 | 1 | < 0.1% |
V19
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07041517381 |
|---|---|
| Minimum | -4.932733055 |
| Maximum | 4.555359379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -4.932733055 |
|---|---|
| 5-th percentile | -1.402357777 |
| Q1 | -0.5521338943 |
| median | -0.07720796765 |
| Q3 | 0.4429082217 |
| 95-th percentile | 1.235664276 |
| Maximum | 4.555359379 |
| Range | 9.488092435 |
| Interquartile range (IQR) | 0.995042116 |
Descriptive statistics
| Standard deviation | 0.8083734568 |
|---|---|
| Coefficient of variation (CV) | -11.48010312 |
| Kurtosis | 1.152088553 |
| Mean | -0.07041517381 |
| Median Absolute Deviation (MAD) | 0.4969435082 |
| Skewness | -0.136750666 |
| Sum | -704.1517381 |
| Variance | 0.6534676456 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.2713148852 | 36 | 0.4% | |
| -1.76632442 | 11 | 0.1% | |
| -1.766318032 | 8 | 0.1% | |
| -0.03855525702 | 7 | 0.1% | |
| -0.3260220973 | 7 | 0.1% | |
| 0.2406597083 | 7 | 0.1% | |
| -0.03119331202 | 6 | 0.1% | |
| -1.563094789 | 6 | 0.1% | |
| -0.03087392178 | 5 | 0.1% | |
| 0.6739335206 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -4.932733055 | 1 | < 0.1% | |
| -4.575940864 | 1 | < 0.1% | |
| -4.021062314 | 1 | < 0.1% | |
| -3.718810312 | 1 | < 0.1% | |
| -3.673255782 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.555359379 | 1 | < 0.1% | |
| 3.365631544 | 1 | < 0.1% | |
| 3.166998907 | 1 | < 0.1% | |
| 3.126929352 | 1 | < 0.1% | |
| 3.097748598 | 1 | < 0.1% |
V20
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02751066761 |
|---|---|
| Minimum | -13.27603434 |
| Maximum | 8.012574429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -13.27603434 |
|---|---|
| 5-th percentile | -0.480742688 |
| Q1 | -0.1499806525 |
| median | -0.02141508773 |
| Q3 | 0.1565339364 |
| 95-th percentile | 0.6975239448 |
| Maximum | 8.012574429 |
| Range | 21.28860877 |
| Interquartile range (IQR) | 0.3065145889 |
Descriptive statistics
| Standard deviation | 0.5899938744 |
|---|---|
| Coefficient of variation (CV) | 21.44600352 |
| Kurtosis | 91.48779195 |
| Mean | 0.02751066761 |
| Median Absolute Deviation (MAD) | 0.1493953677 |
| Skewness | -0.9865009114 |
| Sum | 275.1066761 |
| Variance | 0.3480927718 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.1560890111 | 36 | 0.4% | |
| -0.2404692901 | 11 | 0.1% | |
| -0.2405100193 | 8 | 0.1% | |
| -0.1826254784 | 7 | 0.1% | |
| 0.2866532855 | 7 | 0.1% | |
| 0.0936036746 | 7 | 0.1% | |
| -0.1972428436 | 6 | 0.1% | |
| 0.0466632653 | 6 | 0.1% | |
| 0.04462680503 | 5 | 0.1% | |
| -0.3355198508 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -13.27603434 | 1 | < 0.1% | |
| -12.83404164 | 1 | < 0.1% | |
| -11.74868903 | 1 | < 0.1% | |
| -5.571503156 | 1 | < 0.1% | |
| -4.82944627 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.012574429 | 1 | < 0.1% | |
| 7.922140914 | 1 | < 0.1% | |
| 7.744222435 | 1 | < 0.1% | |
| 7.314347129 | 1 | < 0.1% | |
| 5.851380735 | 1 | < 0.1% |
V21
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.05198998781 |
|---|---|
| Minimum | -11.46843491 |
| Maximum | 22.58898947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -11.46843491 |
|---|---|
| 5-th percentile | -0.5243580531 |
| Q1 | -0.2681196857 |
| median | -0.1232733694 |
| Q3 | 0.03270701977 |
| 95-th percentile | 0.461098075 |
| Maximum | 22.58898947 |
| Range | 34.05742438 |
| Interquartile range (IQR) | 0.3008267054 |
Descriptive statistics
| Standard deviation | 0.9138106549 |
|---|---|
| Coefficient of variation (CV) | -17.57666607 |
| Kurtosis | 210.1719586 |
| Mean | -0.05198998781 |
| Median Absolute Deviation (MAD) | 0.149612944 |
| Skewness | 8.756667862 |
| Sum | -519.8998781 |
| Variance | 0.835049913 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.007342802666 | 36 | 0.4% | |
| 0.167722 | 11 | 0.1% | |
| 0.1677098814 | 8 | 0.1% | |
| -0.1051935786 | 7 | 0.1% | |
| -0.2430197207 | 7 | 0.1% | |
| -0.02166368381 | 7 | 0.1% | |
| 0.3182122155 | 6 | 0.1% | |
| -0.1191602845 | 6 | 0.1% | |
| -0.1197662153 | 5 | 0.1% | |
| -0.2839952248 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -11.46843491 | 1 | < 0.1% | |
| -11.32284203 | 1 | < 0.1% | |
| -11.27389007 | 1 | < 0.1% | |
| -11.23526649 | 1 | < 0.1% | |
| -11.10249056 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.58898947 | 1 | < 0.1% | |
| 22.58067527 | 1 | < 0.1% | |
| 22.57971423 | 1 | < 0.1% | |
| 22.56568024 | 1 | < 0.1% | |
| 15.63145341 | 1 | < 0.1% |
V22
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1526712481 |
|---|---|
| Minimum | -8.527144872 |
| Maximum | 4.534453883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -8.527144872 |
|---|---|
| 5-th percentile | -1.042995148 |
| Q1 | -0.5496381796 |
| median | -0.1367463902 |
| Q3 | 0.2474903051 |
| 95-th percentile | 0.7912891534 |
| Maximum | 4.534453883 |
| Range | 13.06159875 |
| Interquartile range (IQR) | 0.7971284847 |
Descriptive statistics
| Standard deviation | 0.6310829016 |
|---|---|
| Coefficient of variation (CV) | -4.133606751 |
| Kurtosis | 15.01045524 |
| Mean | -0.1526712481 |
| Median Absolute Deviation (MAD) | 0.3953909796 |
| Skewness | -1.10337224 |
| Sum | -1526.712481 |
| Variance | 0.3982656287 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.2508856951 | 36 | 0.4% | |
| 0.665252616 | 11 | 0.1% | |
| 0.6652631718 | 8 | 0.1% | |
| -0.2437357731 | 7 | 0.1% | |
| -0.03424350501 | 7 | 0.1% | |
| 0.2289970158 | 7 | 0.1% | |
| -0.2315702582 | 6 | 0.1% | |
| 0.851501916 | 6 | 0.1% | |
| -0.2310424701 | 5 | 0.1% | |
| -2.858266267 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -8.527144872 | 1 | < 0.1% | |
| -8.483441127 | 1 | < 0.1% | |
| -8.454599243 | 1 | < 0.1% | |
| -8.420245605 | 1 | < 0.1% | |
| -5.707800997 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.534453883 | 1 | < 0.1% | |
| 4.393845658 | 1 | < 0.1% | |
| 4.359627185 | 1 | < 0.1% | |
| 4.327552086 | 1 | < 0.1% | |
| 3.880680373 | 1 | < 0.1% |
V23
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.03326843859 |
|---|---|
| Minimum | -15.14434034 |
| Maximum | 13.87622086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -15.14434034 |
|---|---|
| 5-th percentile | -0.4057855253 |
| Q1 | -0.174119964 |
| median | -0.04579405552 |
| Q3 | 0.08166529727 |
| 95-th percentile | 0.4083728581 |
| Maximum | 13.87622086 |
| Range | 29.0205612 |
| Interquartile range (IQR) | 0.2557852613 |
Descriptive statistics
| Standard deviation | 0.4878136151 |
|---|---|
| Coefficient of variation (CV) | -14.66295492 |
| Kurtosis | 264.2772516 |
| Mean | -0.03326843859 |
| Median Absolute Deviation (MAD) | 0.1278962813 |
| Skewness | -3.218126154 |
| Sum | -332.6843859 |
| Variance | 0.2379621231 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.3315996894 | 36 | 0.4% | |
| 0.03422690551 | 11 | 0.1% | |
| 0.0342445335 | 8 | 0.1% | |
| -0.3197310212 | 7 | 0.1% | |
| -0.07186641149 | 7 | 0.1% | |
| 0.01698078948 | 7 | 0.1% | |
| -0.05155015298 | 6 | 0.1% | |
| 0.02247545321 | 6 | 0.1% | |
| -0.05066875348 | 5 | 0.1% | |
| -0.06496583053 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -15.14434034 | 1 | < 0.1% | |
| -11.66999352 | 1 | < 0.1% | |
| -10.47797764 | 1 | < 0.1% | |
| -8.238609977 | 1 | < 0.1% | |
| -7.996810517 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 13.87622086 | 1 | < 0.1% | |
| 10.47576998 | 1 | < 0.1% | |
| 4.095021042 | 1 | < 0.1% | |
| 3.642682733 | 1 | < 0.1% | |
| 3.638520249 | 1 | < 0.1% |
V24
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02133478458 |
|---|---|
| Minimum | -2.51237651 |
| Maximum | 3.200201195 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -2.51237651 |
|---|---|
| 5-th percentile | -1.130790532 |
| Q1 | -0.3278170556 |
| median | 0.07997624828 |
| Q3 | 0.4108772774 |
| 95-th percentile | 0.9291622271 |
| Maximum | 3.200201195 |
| Range | 5.712577704 |
| Interquartile range (IQR) | 0.738694333 |
Descriptive statistics
| Standard deviation | 0.594429655 |
|---|---|
| Coefficient of variation (CV) | 27.86199471 |
| Kurtosis | 0.3970880743 |
| Mean | 0.02133478458 |
| Median Absolute Deviation (MAD) | 0.355317396 |
| Skewness | -0.6659211305 |
| Sum | 213.3478458 |
| Variance | 0.3533466147 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.00995228 | 36 | 0.4% | |
| 0.149376674 | 11 | 0.1% | |
| 0.1493756477 | 8 | 0.1% | |
| 1.023195918 | 7 | 0.1% | |
| 0.42733221 | 7 | 0.1% | |
| 1.00575856 | 7 | 0.1% | |
| 1.022013165 | 6 | 0.1% | |
| 0.2104025582 | 6 | 0.1% | |
| 1.021961853 | 5 | 0.1% | |
| -0.6680588156 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -2.51237651 | 1 | < 0.1% | |
| -2.49354476 | 1 | < 0.1% | |
| -2.468338915 | 1 | < 0.1% | |
| -2.203340891 | 1 | < 0.1% | |
| -2.162522517 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.200201195 | 1 | < 0.1% | |
| 2.192625557 | 1 | < 0.1% | |
| 1.215278822 | 1 | < 0.1% | |
| 1.191020981 | 1 | < 0.1% | |
| 1.144584533 | 1 | < 0.1% |
V25
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08714557111 |
|---|---|
| Minimum | -2.577362588 |
| Maximum | 5.525092704 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -2.577362588 |
|---|---|
| 5-th percentile | -0.6231227824 |
| Q1 | -0.1581372118 |
| median | 0.1210008054 |
| Q3 | 0.3590576371 |
| 95-th percentile | 0.7108960968 |
| Maximum | 5.525092704 |
| Range | 8.102455292 |
| Interquartile range (IQR) | 0.5171948489 |
Descriptive statistics
| Standard deviation | 0.4281711838 |
|---|---|
| Coefficient of variation (CV) | 4.913286795 |
| Kurtosis | 4.415611208 |
| Mean | 0.08714557111 |
| Median Absolute Deviation (MAD) | 0.249809744 |
| Skewness | -0.3510152412 |
| Sum | 871.4557111 |
| Variance | 0.1833305626 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.2337301799 | 36 | 0.4% | |
| 0.06145175576 | 11 | 0.1% | |
| 0.06145909927 | 8 | 0.1% | |
| 0.397987086 | 7 | 0.1% | |
| 0.3598397961 | 7 | 0.1% | |
| 0.2850718871 | 7 | 0.1% | |
| 0.08457854347 | 6 | 0.1% | |
| 0.3683031908 | 6 | 0.1% | |
| 0.3686703663 | 5 | 0.1% | |
| 0.3248510294 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -2.577362588 | 1 | < 0.1% | |
| -2.483068889 | 1 | < 0.1% | |
| -2.322905876 | 1 | < 0.1% | |
| -2.224852954 | 1 | < 0.1% | |
| -2.160800368 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.525092704 | 1 | < 0.1% | |
| 2.4197915 | 1 | < 0.1% | |
| 1.9725154 | 1 | < 0.1% | |
| 1.799818675 | 1 | < 0.1% | |
| 1.727062745 | 1 | < 0.1% |
V26
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.108140084 |
|---|---|
| Minimum | -1.338556498 |
| Maximum | 3.517345612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -1.338556498 |
|---|---|
| 5-th percentile | -0.7148545735 |
| Q1 | -0.3279739641 |
| median | 0.04286479427 |
| Q3 | 0.4763941126 |
| 95-th percentile | 1.070094672 |
| Maximum | 3.517345612 |
| Range | 4.855902109 |
| Interquartile range (IQR) | 0.8043680767 |
Descriptive statistics
| Standard deviation | 0.5627928737 |
|---|---|
| Coefficient of variation (CV) | 5.204294773 |
| Kurtosis | -0.3046017919 |
| Mean | 0.108140084 |
| Median Absolute Deviation (MAD) | 0.3850580458 |
| Skewness | 0.4441804239 |
| Sum | 1081.40084 |
| Variance | 0.3167358187 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.8244705574 | 36 | 0.4% | |
| 0.07372517454 | 11 | 0.1% | |
| 0.07372730759 | 8 | 0.1% | |
| -0.8199920735 | 7 | 0.1% | |
| 0.4974803579 | 7 | 0.1% | |
| 1.043700693 | 7 | 0.1% | |
| 0.1123261131 | 6 | 0.1% | |
| 1.046159028 | 6 | 0.1% | |
| 1.046265681 | 5 | 0.1% | |
| -0.1669368358 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -1.338556498 | 1 | < 0.1% | |
| -1.303960093 | 1 | < 0.1% | |
| -1.291802589 | 1 | < 0.1% | |
| -1.243924154 | 1 | < 0.1% | |
| -1.22214642 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.517345612 | 1 | < 0.1% | |
| 3.463245654 | 1 | < 0.1% | |
| 3.087444274 | 1 | < 0.1% | |
| 3.065575697 | 1 | < 0.1% | |
| 3.040808202 | 1 | < 0.1% |
V27
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005517925076 |
|---|---|
| Minimum | -7.976099818 |
| Maximum | 8.254375597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -7.976099818 |
|---|---|
| 5-th percentile | -0.4257996682 |
| Q1 | -0.0844886427 |
| median | -0.004568343762 |
| Q3 | 0.1208110019 |
| 95-th percentile | 0.4151925063 |
| Maximum | 8.254375597 |
| Range | 16.23047542 |
| Interquartile range (IQR) | 0.2052996446 |
Descriptive statistics
| Standard deviation | 0.4108681198 |
|---|---|
| Coefficient of variation (CV) | 74.46061955 |
| Kurtosis | 83.77003929 |
| Mean | 0.005517925076 |
| Median Absolute Deviation (MAD) | 0.08938035912 |
| Skewness | -3.495903745 |
| Sum | 55.17925076 |
| Variance | 0.1688126119 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.2413052126 | 36 | 0.4% | |
| 0.02462278126 | 11 | 0.1% | |
| 0.0246265602 | 8 | 0.1% | |
| 0.3461558799 | 7 | 0.1% | |
| -0.009027320707 | 7 | 0.1% | |
| -0.0911029924 | 7 | 0.1% | |
| -0.0867477652 | 6 | 0.1% | |
| 0.05135931006 | 6 | 0.1% | |
| -0.08655881825 | 5 | 0.1% | |
| 0.3296081067 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -7.976099818 | 1 | < 0.1% | |
| -6.573217632 | 1 | < 0.1% | |
| -6.126485507 | 1 | < 0.1% | |
| -5.944407717 | 1 | < 0.1% | |
| -5.775942724 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.254375597 | 1 | < 0.1% | |
| 4.173387153 | 1 | < 0.1% | |
| 3.852045639 | 1 | < 0.1% | |
| 3.37260278 | 1 | < 0.1% | |
| 3.35882175 | 1 | < 0.1% |
V28
Real number (ℝ)
| Distinct | 9790 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002914711651 |
|---|---|
| Minimum | -3.50925022 |
| Maximum | 4.860769069 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | -3.50925022 |
|---|---|
| 5-th percentile | -0.3656467615 |
| Q1 | -0.01575264135 |
| median | 0.01589710503 |
| Q3 | 0.07718180795 |
| 95-th percentile | 0.2370326705 |
| Maximum | 4.860769069 |
| Range | 8.370019289 |
| Interquartile range (IQR) | 0.0929344493 |
Descriptive statistics
| Standard deviation | 0.2662474614 |
|---|---|
| Coefficient of variation (CV) | 91.34607236 |
| Kurtosis | 70.69693941 |
| Mean | 0.002914711651 |
| Median Absolute Deviation (MAD) | 0.04250156476 |
| Skewness | 0.8890135792 |
| Sum | 29.14711651 |
| Variance | 0.07088771068 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.02035863786 | 36 | 0.4% | |
| 0.0233645967 | 11 | 0.1% | |
| 0.02336111435 | 8 | 0.1% | |
| 0.03970152601 | 7 | 0.1% | |
| 0.006887830506 | 7 | 0.1% | |
| 0.003204301062 | 7 | 0.1% | |
| -0.0008091127471 | 6 | 0.1% | |
| 0.02977435922 | 6 | 0.1% | |
| -0.0009832304828 | 5 | 0.1% | |
| -0.03246210788 | 4 | < 0.1% | |
| Other values (9780) | 9903 | 99.0% |
| Value | Count | Frequency (%) | |
| -3.50925022 | 1 | < 0.1% | |
| -3.054084903 | 1 | < 0.1% | |
| -2.909294351 | 1 | < 0.1% | |
| -2.738566486 | 1 | < 0.1% | |
| -2.735622762 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.860769069 | 1 | < 0.1% | |
| 4.712560306 | 1 | < 0.1% | |
| 4.556696798 | 1 | < 0.1% | |
| 4.157933573 | 1 | < 0.1% | |
| 3.89532087 | 1 | < 0.1% |
| Distinct | 3782 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.030188 |
|---|---|
| Minimum | 0 |
| Maximum | 7712.43 |
| Zeros | 115 |
| Zeros (%) | 1.1% |
| Memory size | 78.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.89 |
| Q1 | 5 |
| median | 15.95 |
| Q3 | 50.96 |
| 95-th percentile | 250 |
| Maximum | 7712.43 |
| Range | 7712.43 |
| Interquartile range (IQR) | 45.96 |
Descriptive statistics
| Standard deviation | 184.4861577 |
|---|---|
| Coefficient of variation (CV) | 2.926949191 |
| Kurtosis | 401.7462467 |
| Mean | 63.030188 |
| Median Absolute Deviation (MAD) | 14.42 |
| Skewness | 14.53787798 |
| Sum | 630301.88 |
| Variance | 34035.1424 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 620 | 6.2% | |
| 15.95 | 351 | 3.5% | |
| 14.95 | 145 | 1.5% | |
| 0.89 | 145 | 1.5% | |
| 39 | 141 | 1.4% | |
| 1.98 | 141 | 1.4% | |
| 9.99 | 139 | 1.4% | |
| 0.01 | 136 | 1.4% | |
| 5 | 135 | 1.4% | |
| 0 | 115 | 1.1% | |
| Other values (3772) | 7932 | 79.3% |
| Value | Count | Frequency (%) | |
| 0 | 115 | 1.1% | |
| 0.01 | 136 | 1.4% | |
| 0.02 | 4 | < 0.1% | |
| 0.05 | 5 | 0.1% | |
| 0.07 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7712.43 | 1 | < 0.1% | |
| 4002.88 | 1 | < 0.1% | |
| 3995.92 | 1 | < 0.1% | |
| 3828.04 | 1 | < 0.1% | |
| 3669 | 1 | < 0.1% |
Class
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.1 KiB |
| 0 | |
|---|---|
| 1 | 38 |
| Value | Count | Frequency (%) | |
| 0 | 9962 | 99.6% | |
| 1 | 38 | 0.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | -1.359807 | -0.072781 | 2.536347 | 1.378155 | -0.338321 | 0.462388 | 0.239599 | 0.098698 | 0.363787 | 0.090794 | -0.551600 | -0.617801 | -0.991390 | -0.311169 | 1.468177 | -0.470401 | 0.207971 | 0.025791 | 0.403993 | 0.251412 | -0.018307 | 0.277838 | -0.110474 | 0.066928 | 0.128539 | -0.189115 | 0.133558 | -0.021053 | 149.62 | 0 |
| 1 | 0 | 1.191857 | 0.266151 | 0.166480 | 0.448154 | 0.060018 | -0.082361 | -0.078803 | 0.085102 | -0.255425 | -0.166974 | 1.612727 | 1.065235 | 0.489095 | -0.143772 | 0.635558 | 0.463917 | -0.114805 | -0.183361 | -0.145783 | -0.069083 | -0.225775 | -0.638672 | 0.101288 | -0.339846 | 0.167170 | 0.125895 | -0.008983 | 0.014724 | 2.69 | 0 |
| 2 | 1 | -1.358354 | -1.340163 | 1.773209 | 0.379780 | -0.503198 | 1.800499 | 0.791461 | 0.247676 | -1.514654 | 0.207643 | 0.624501 | 0.066084 | 0.717293 | -0.165946 | 2.345865 | -2.890083 | 1.109969 | -0.121359 | -2.261857 | 0.524980 | 0.247998 | 0.771679 | 0.909412 | -0.689281 | -0.327642 | -0.139097 | -0.055353 | -0.059752 | 378.66 | 0 |
| 3 | 1 | -0.966272 | -0.185226 | 1.792993 | -0.863291 | -0.010309 | 1.247203 | 0.237609 | 0.377436 | -1.387024 | -0.054952 | -0.226487 | 0.178228 | 0.507757 | -0.287924 | -0.631418 | -1.059647 | -0.684093 | 1.965775 | -1.232622 | -0.208038 | -0.108300 | 0.005274 | -0.190321 | -1.175575 | 0.647376 | -0.221929 | 0.062723 | 0.061458 | 123.50 | 0 |
| 4 | 2 | -1.158233 | 0.877737 | 1.548718 | 0.403034 | -0.407193 | 0.095921 | 0.592941 | -0.270533 | 0.817739 | 0.753074 | -0.822843 | 0.538196 | 1.345852 | -1.119670 | 0.175121 | -0.451449 | -0.237033 | -0.038195 | 0.803487 | 0.408542 | -0.009431 | 0.798278 | -0.137458 | 0.141267 | -0.206010 | 0.502292 | 0.219422 | 0.215153 | 69.99 | 0 |
| 5 | 2 | -0.425966 | 0.960523 | 1.141109 | -0.168252 | 0.420987 | -0.029728 | 0.476201 | 0.260314 | -0.568671 | -0.371407 | 1.341262 | 0.359894 | -0.358091 | -0.137134 | 0.517617 | 0.401726 | -0.058133 | 0.068653 | -0.033194 | 0.084968 | -0.208254 | -0.559825 | -0.026398 | -0.371427 | -0.232794 | 0.105915 | 0.253844 | 0.081080 | 3.67 | 0 |
| 6 | 4 | 1.229658 | 0.141004 | 0.045371 | 1.202613 | 0.191881 | 0.272708 | -0.005159 | 0.081213 | 0.464960 | -0.099254 | -1.416907 | -0.153826 | -0.751063 | 0.167372 | 0.050144 | -0.443587 | 0.002821 | -0.611987 | -0.045575 | -0.219633 | -0.167716 | -0.270710 | -0.154104 | -0.780055 | 0.750137 | -0.257237 | 0.034507 | 0.005168 | 4.99 | 0 |
| 7 | 7 | -0.644269 | 1.417964 | 1.074380 | -0.492199 | 0.948934 | 0.428118 | 1.120631 | -3.807864 | 0.615375 | 1.249376 | -0.619468 | 0.291474 | 1.757964 | -1.323865 | 0.686133 | -0.076127 | -1.222127 | -0.358222 | 0.324505 | -0.156742 | 1.943465 | -1.015455 | 0.057504 | -0.649709 | -0.415267 | -0.051634 | -1.206921 | -1.085339 | 40.80 | 0 |
| 8 | 7 | -0.894286 | 0.286157 | -0.113192 | -0.271526 | 2.669599 | 3.721818 | 0.370145 | 0.851084 | -0.392048 | -0.410430 | -0.705117 | -0.110452 | -0.286254 | 0.074355 | -0.328783 | -0.210077 | -0.499768 | 0.118765 | 0.570328 | 0.052736 | -0.073425 | -0.268092 | -0.204233 | 1.011592 | 0.373205 | -0.384157 | 0.011747 | 0.142404 | 93.20 | 0 |
| 9 | 9 | -0.338262 | 1.119593 | 1.044367 | -0.222187 | 0.499361 | -0.246761 | 0.651583 | 0.069539 | -0.736727 | -0.366846 | 1.017614 | 0.836390 | 1.006844 | -0.443523 | 0.150219 | 0.739453 | -0.540980 | 0.476677 | 0.451773 | 0.203711 | -0.246914 | -0.633753 | -0.120794 | -0.385050 | -0.069733 | 0.094199 | 0.246219 | 0.083076 | 3.68 | 0 |
Last rows
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 14993 | -0.379366 | 1.168437 | -0.702738 | 0.566445 | 1.952919 | 4.638911 | -1.343602 | -2.386661 | 1.256653 | -0.192664 | 0.423455 | -2.196841 | 1.352348 | 1.837774 | -0.493262 | -0.456413 | 0.801640 | 0.379797 | 0.974549 | -0.615687 | 2.713638 | -1.681712 | -0.059282 | 0.926187 | 1.123673 | -0.157778 | 0.325793 | 0.215789 | 59.00 | 0 |
| 9991 | 14993 | 1.040248 | 0.288967 | 1.637475 | 2.943149 | -0.687621 | 0.236391 | -0.527593 | 0.021167 | 1.253196 | 0.074909 | 0.147897 | -1.858260 | 2.590268 | 0.850777 | -1.133823 | 0.555242 | 0.266961 | -0.028494 | -1.066324 | -0.054702 | -0.198565 | -0.231080 | 0.006074 | 0.353146 | 0.288217 | -0.090202 | 0.013341 | 0.039351 | 46.43 | 0 |
| 9992 | 14994 | -1.316901 | 1.120667 | 2.358632 | 1.906761 | -0.555747 | 1.116259 | -1.119159 | -2.084095 | 2.143139 | -0.704404 | -0.101326 | -2.011402 | 0.429771 | 0.948739 | -2.067346 | -1.687160 | 2.253506 | -0.789302 | 0.935495 | -0.749370 | 1.799586 | -1.491249 | -0.398756 | 0.336695 | -0.443955 | -0.459070 | 0.399453 | 0.142167 | 76.22 | 0 |
| 9993 | 14995 | -1.605263 | 0.242387 | 0.969782 | 0.830207 | -0.040003 | -0.218581 | -0.469863 | 0.368113 | 1.325824 | -0.462603 | 1.162422 | -2.130101 | 0.618774 | 1.810255 | -1.527544 | -0.264297 | 0.910013 | 0.656791 | 1.270854 | -0.481952 | -0.092426 | 0.043721 | -0.606645 | 0.051769 | -0.545443 | 0.468257 | -0.186451 | -0.197872 | 33.35 | 0 |
| 9994 | 14997 | 1.057155 | 0.495355 | 1.212903 | 2.548761 | -0.105953 | 0.562292 | -0.414434 | 0.135318 | 0.412228 | 0.391355 | 2.439279 | -1.316934 | 2.693408 | 1.525767 | -0.534613 | 0.761455 | -0.058909 | 0.294885 | -1.502523 | -0.111023 | 0.089113 | 0.515654 | -0.053050 | -0.014731 | 0.340114 | 0.066419 | 0.003253 | 0.014148 | 17.44 | 0 |
| 9995 | 15001 | 1.178755 | 0.596025 | 0.074131 | 2.542393 | 0.450685 | -0.179355 | 0.326365 | -0.234949 | 0.473040 | 0.331248 | -0.406853 | -3.076411 | 1.421080 | 1.885435 | -0.335264 | 0.700895 | -0.076694 | 0.158451 | -0.815829 | -0.098736 | -0.228112 | -0.561559 | -0.182781 | -0.523241 | 0.667142 | 0.015699 | -0.067238 | 0.008709 | 53.19 | 0 |
| 9996 | 15004 | 1.228455 | 0.049488 | 1.022099 | 0.386471 | -0.973228 | -1.067822 | -0.383162 | -0.205407 | 1.699304 | -0.531014 | 0.950229 | -2.357223 | 1.395353 | 1.606754 | 0.553204 | 0.429342 | 0.452575 | -0.216733 | -0.365549 | -0.121607 | -0.322912 | -0.730294 | 0.205601 | 0.686302 | -0.071008 | 0.729846 | -0.092276 | 0.012277 | 12.18 | 0 |
| 9997 | 15008 | -0.971734 | 0.744625 | 2.334822 | -0.408046 | -0.999231 | -0.629294 | -0.377212 | 0.481230 | 1.599496 | -1.586419 | 0.107872 | -2.325503 | 1.170943 | 1.271288 | -1.118945 | 0.345479 | 0.722130 | -0.026780 | -0.641398 | -0.263964 | -0.116821 | -0.141219 | -0.026115 | 0.712719 | -0.372964 | 0.750323 | -0.107875 | 0.031272 | 4.05 | 0 |
| 9998 | 15010 | -1.529666 | 1.475870 | 1.507624 | -0.662935 | -1.037152 | -1.159860 | -0.303219 | 0.745766 | 0.946896 | -1.373455 | 0.433736 | -2.364680 | 1.342560 | 2.038849 | -0.099721 | 0.782406 | 0.567083 | -0.049721 | -0.862833 | -0.239655 | -0.197993 | -0.634088 | 0.100631 | 0.669449 | -0.269750 | 0.611964 | -0.169789 | 0.007846 | 4.05 | 0 |
| 9999 | 15012 | -1.181721 | 1.485264 | 1.958715 | 2.587943 | -0.504092 | -0.126697 | 0.939038 | 0.175638 | -0.756318 | -0.482658 | 0.765963 | -1.898121 | 3.334734 | 1.668615 | -0.179474 | 0.316425 | 0.566027 | 0.020470 | -0.492420 | 0.317257 | -0.010641 | -0.191361 | 0.204004 | 0.663928 | 0.288780 | -0.033612 | -0.142682 | 0.028149 | 159.28 | 0 |
Most frequent
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 74 | 1.038370 | 0.127486 | 0.184456 | 1.109950 | 0.441699 | 0.945283 | -0.036715 | 0.350995 | 0.118950 | -0.243289 | 0.578063 | 0.674730 | -0.534231 | 0.446601 | 1.122885 | -1.768001 | 1.241157 | -2.449500 | -1.747255 | -0.335520 | 0.102520 | 0.605089 | 0.023092 | -0.626463 | 0.479120 | -0.166937 | 0.081247 | 0.001192 | 1.18 | 0 | 4 |
| 11 | 1548 | -1.559446 | 1.425546 | 0.812589 | -1.129381 | 0.507528 | 0.183507 | 0.654304 | 0.088059 | 0.480018 | 0.547216 | 0.066070 | 1.065234 | 0.982424 | -0.609124 | -1.381521 | 0.189597 | -0.901688 | 0.025998 | 0.560580 | 0.451195 | -0.283995 | -0.413642 | -0.234995 | -0.789509 | 0.324851 | 0.419737 | 0.329608 | 0.351346 | 5.00 | 0 | 4 |
| 29 | 7602 | -4.516626 | 4.366391 | -0.282225 | 0.641568 | -0.694287 | 1.493967 | -2.719045 | -7.427753 | 2.301325 | 1.868013 | -0.161406 | -1.521360 | 2.828264 | 1.469545 | 0.514858 | 0.068406 | 0.907403 | 0.682999 | 0.420313 | -0.838170 | 7.252584 | -2.858266 | 0.930979 | -0.668059 | 0.258568 | -0.339574 | 0.719033 | -0.032462 | 2.00 | 0 | 4 |
| 30 | 12587 | -5.708411 | 4.794625 | -1.155486 | 0.421606 | -0.588195 | 1.152312 | -1.428505 | -6.065001 | 3.783663 | 4.405318 | 2.358507 | -1.575630 | 0.722163 | 0.792439 | -1.023994 | -1.363309 | 1.055981 | -0.059399 | 0.180724 | -1.548109 | 5.441096 | -0.955916 | 1.007934 | 0.045643 | -1.318965 | -0.915560 | -5.045247 | 0.211421 | 1.00 | 0 | 4 |
| 12 | 2270 | -2.187707 | 1.495286 | 0.709591 | 1.487350 | -1.037785 | 1.079047 | -1.168459 | 1.824193 | 0.680840 | -0.479944 | -2.472735 | 0.331080 | -0.875463 | 0.154645 | -1.253133 | -1.021164 | 1.401984 | -0.588937 | 1.538992 | 0.059523 | -0.367229 | -0.815584 | -0.072518 | -0.795055 | 0.185573 | -0.304250 | 0.275004 | 0.076575 | 8.79 | 0 | 3 |
| 13 | 2270 | -2.181204 | 1.505528 | 0.705044 | 1.484834 | -1.060910 | 1.094772 | -1.146884 | 1.819827 | 0.679563 | -0.482573 | -2.471916 | 0.328929 | -0.875372 | 0.153127 | -1.252872 | -1.019339 | 1.400926 | -0.589348 | 1.539431 | 0.051110 | -0.370289 | -0.813721 | -0.070665 | -0.794725 | 0.186404 | -0.303576 | 0.280963 | 0.074057 | 13.98 | 0 | 3 |
| 14 | 2270 | -2.171193 | 1.521296 | 0.698043 | 1.480960 | -1.096511 | 1.118980 | -1.113668 | 1.813105 | 0.677598 | -0.486619 | -2.470654 | 0.325616 | -0.875232 | 0.150791 | -1.252471 | -1.016530 | 1.399299 | -0.589980 | 1.540107 | 0.038158 | -0.375000 | -0.810854 | -0.067813 | -0.794218 | 0.187682 | -0.302539 | 0.290137 | 0.070180 | 21.97 | 0 | 3 |
| 0 | 26 | -0.535388 | 0.865268 | 1.351076 | 0.147575 | 0.433680 | 0.086983 | 0.693039 | 0.179742 | -0.285642 | -0.482474 | 0.871800 | 0.853447 | -0.571822 | 0.102252 | -1.519991 | -0.285912 | -0.309633 | -0.403902 | -0.823743 | -0.283264 | 0.049526 | 0.206537 | -0.187108 | 0.000753 | 0.098117 | -0.553471 | -0.078306 | 0.025427 | 1.77 | 0 | 2 |
| 1 | 26 | -0.529912 | 0.873892 | 1.347247 | 0.145457 | 0.414209 | 0.100223 | 0.711206 | 0.176066 | -0.286717 | -0.484688 | 0.872490 | 0.851636 | -0.571745 | 0.100974 | -1.519772 | -0.284376 | -0.310524 | -0.404248 | -0.823374 | -0.290348 | 0.046949 | 0.208105 | -0.185548 | 0.001031 | 0.098816 | -0.552904 | -0.073288 | 0.023307 | 6.14 | 0 | 2 |
| 3 | 145 | -2.420413 | 1.947885 | 0.553646 | 0.983069 | -0.281518 | 2.408958 | -1.401613 | -0.188299 | 0.675878 | 0.158497 | -1.224951 | 1.314705 | 0.304412 | -0.290218 | -2.014548 | -0.772801 | 0.696761 | 0.017914 | 2.177250 | -0.276207 | 1.213826 | -1.238620 | 0.006927 | -1.724222 | 0.239603 | -0.313703 | -0.188281 | 0.119831 | 6.00 | 0 | 2 |